Regularized Maximum Likelihood Estimation and Feature Selection in Mixtures-of-Experts Models

Faicel Chamroukhi, Bao-Tuyen Huynh

Mixture of Experts (MoE) are successful models for modeling heterogeneous data in many statistical learning problems including regression, clustering and classification. Generally…